Nonlinear and synergistic effects of demographic characteristics on urban polycentric structure using SHAP

Abstract Polycentric urban development is promoted by urban planners and policy makers for its perceived benefits of alleviating urban issues. Theoretically, a polycentric urban structure is formed when different demographic groups present a collection of diverse and unique housing location preferen...

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Bibliographic Details
Main Authors: Yichen Ruan, Xiaoyi Zhang, Mingyu Zhang, Feiyang Sun, Qiuxiao Chen
Format: Article
Language:English
Published: Nature Portfolio 2024-12-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-024-81076-9
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